Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "24"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 24 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 205 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 200 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 24, Node 0:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 98.424439 69.560720 180.361639 139.676101 34.701723 32.908828 104.783537 89.418016 0.0168 0.0171 0.0011 1.136315 1.148012
2459593 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 94.489896 92.632537 180.326339 183.528316 58.473936 80.169011 202.628018 233.718908 0.0170 0.0166 0.0006 1.101191 1.097465
2459592 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 7.228530 11.623212 115.656526 57.613014 254.450998 48.843715 306.846545 60.846630 0.0162 0.0170 0.0008 nan nan
2459591 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 267.947044 113.804277 306.070558 210.222980 94.872022 62.323925 786.093401 269.159244 0.0163 0.0165 0.0003 1.092750 1.102342
2459590 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 324.855462 182.556505 256.764339 200.116185 41.421626 41.187839 250.369354 278.659082 0.0163 0.0164 0.0004 1.124148 1.129536
2459589 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 337.054727 337.489416 inf inf 45.778678 49.773900 343.883121 363.299255 nan nan nan 0.000000 0.000000
2459588 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 178.870043 81.325083 277.406898 207.417489 36.531113 29.367972 52.716845 56.044446 0.0163 0.0167 0.0005 1.087501 1.096994
2459587 RF_maintenance 100.00% - - - 100.00% 0.00% 326.440818 93.706473 465.726910 273.661354 114.366300 45.382743 721.379261 349.771576 nan nan nan 0.000000 0.000000
2459586 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 133.155444 128.800005 65.609225 61.247056 20.817838 21.836611 470.442946 294.535855 0.0172 0.0167 0.0011 1.119126 1.123617
2459585 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 81.415077 52.750434 54.204367 38.559421 10.361829 12.319049 896.082773 521.356455 0.0172 0.0166 0.0005 0.000000 0.000000
2459584 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 73.278102 127.683050 242.576550 235.184227 25.015936 23.558561 130.272191 118.809844 0.0170 0.0165 0.0006 0.000000 0.000000
2459583 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 104.494032 90.407660 120.888238 73.314624 126.530183 26.993287 804.531084 214.144334 0.0166 0.0171 0.0005 1.126258 1.133110
2459582 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 46.631604 72.669672 74.399198 59.789772 70.312513 30.737096 394.159741 144.656903 0.0169 0.0170 0.0010 1.075243 1.086880
2459581 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 55.719394 102.641964 76.075654 77.856103 44.437928 30.725795 288.454087 280.210980 0.0175 0.0164 0.0009 1.103104 1.100408
2459580 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 77.757013 91.271154 104.460305 88.276410 72.887976 43.236752 557.968100 349.997370 0.0165 0.0162 0.0004 1.114525 1.116793
2459579 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 63.217158 75.914820 114.715270 86.779776 78.873650 35.389880 937.729338 407.113612 0.0164 0.0165 0.0004 1.043027 1.049292
2459578 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 6.869406 11.953534 36.770944 31.528142 230.448886 132.421131 1106.759052 780.090522 0.0167 0.0164 0.0004 nan nan
2459577 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 67.481461 100.044105 84.846939 70.407278 53.142205 41.005594 372.453096 253.933902 0.0164 0.0166 0.0004 1.105039 1.110637
2459576 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 69.431820 120.894303 68.546677 69.908465 66.722267 52.391017 560.747381 442.459606 0.0166 0.0161 0.0006 1.009870 1.010378
2459575 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 49.738036 78.739517 74.891981 56.090686 52.278508 17.140329 84.576991 34.822320 0.0168 0.0167 0.0005 0.000000 0.000000
2459574 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 69.079739 78.578150 69.221021 57.212161 58.005980 53.043585 368.305005 239.085131 0.0164 0.0165 0.0003 1.076987 1.081183
2459573 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 76.941118 81.515060 123.273838 97.695450 92.783456 47.387578 737.276995 460.249666 0.0167 0.0165 0.0004 0.000000 0.000000
2459572 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 51.371672 87.049360 62.012578 52.008788 34.064547 22.877364 787.120776 495.165179 0.0163 0.0167 0.0004 0.753049 0.753108
2459571 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 6.308673 10.581147 41.937554 35.671520 215.163837 143.511742 1304.509369 977.561317 0.0164 0.0164 0.0003 nan nan
2459570 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459569 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 67.148683 77.373704 86.591253 66.552150 35.548186 16.949517 58.483072 29.638085 0.0162 0.0166 0.0005 0.945681 0.954087
2459566 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 32.437311 78.828562 63.700238 65.759031 22.802524 34.783641 131.735850 136.161671 0.0176 0.0167 0.0008 1.031764 1.030774
2459565 RF_maintenance 0.00% - - - 100.00% 0.00% -1.318369 -1.318369 -1.270881 -1.270881 -0.651706 -0.651706 -0.774639 -0.774639 nan nan nan 0.000000 0.000000
2459564 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 69.272253 94.797799 91.121081 78.431825 18.710436 11.401110 428.742662 199.272537 0.0163 0.0164 0.0004 1.084454 1.088140
2459563 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 47.439716 97.832947 151.080107 140.072193 50.997838 39.472707 441.704849 254.029914 0.0165 0.0165 0.0003 0.000000 0.000000
2459562 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 35.352345 66.991571 37.699907 41.532375 15.977194 11.605391 259.842865 242.746989 0.0165 0.0162 0.0004 1.110735 1.108536
2459561 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 65.445443 82.477534 48.837429 40.011580 22.488918 9.289574 720.696661 380.839871 0.0162 0.0163 0.0003 1.115064 1.119610
2459560 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 50.528195 63.046159 43.710351 34.248750 17.595308 10.418062 416.112015 238.877559 0.0164 0.0165 0.0005 1.114432 1.121716
2459559 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 44.366689 84.217052 43.193472 37.141838 11.807868 7.453459 395.376079 180.211371 0.0167 0.0165 0.0007 1.092036 1.097226
2459558 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 54.130276 100.494792 83.128955 82.600958 51.259374 34.373735 518.111101 371.695278 0.0168 0.0163 0.0004 1.094768 1.096274
2459557 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0163 0.0165 0.0002 nan nan
2459556 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 51.411417 94.236799 86.716307 87.888553 47.008761 44.908126 996.714227 929.977640 0.0165 0.0164 0.0004 1.093541 1.093202
2459554 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0166 0.0166 0.0004 nan nan
2459553 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0163 0.0164 0.0004 nan nan
2459552 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 50.386695 125.305394 108.346659 118.362722 45.836517 67.538161 315.863449 414.187460 0.0169 0.0162 0.0005 0.000000 0.000000
2459551 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 27.328487 56.108589 40.064681 40.649856 11.541547 8.665609 252.657828 237.565719 0.0171 0.0165 0.0005 1.100036 1.101328
2459550 RF_maintenance - 96.71% 96.71% 0.00% - - nan nan nan nan nan nan nan nan 0.0326 0.0325 0.0003 nan nan
2459549 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 97.319790 84.301930 123.533040 85.727361 109.310737 49.898752 1253.837508 523.903232 0.0163 0.0165 0.0004 1.088616 1.096400
2459542 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 86.426163 124.725452 231.731139 177.422872 13.006269 5.474536 967.508163 301.750941 0.0164 0.0163 0.0005 1.112459 1.116389
2459541 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 10.805824 11.020404 46.484980 46.969723 698.282447 685.597984 24.930368 29.097447 0.0168 0.0166 0.0004 1.028104 1.029250
2459540 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 34.569732 90.086925 34.422847 41.584834 15.887676 26.721311 123.611055 229.007421 0.0172 0.0162 0.0006 1.114479 1.106659
2459536 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 81.115554 129.863896 142.546396 144.788374 89.539911 68.370801 884.685767 764.259235 0.0166 0.0163 0.0003 1.132791 1.131451
2459535 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 28.741412 75.422608 32.366276 36.965014 22.759903 29.403129 186.898788 238.044509 0.0171 0.0163 0.0006 1.089803 1.093078
2459534 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 43.586533 59.701849 38.405757 32.258833 29.260734 22.435433 287.865069 150.907408 0.0163 0.0166 0.0003 1.110050 1.118459
2459533 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 128.039267 115.522470 118.249842 85.974319 93.763530 52.231760 1170.426224 439.406608 0.0161 0.0162 0.0003 1.120614 1.124056
2459532 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 64.016048 123.723206 107.891820 123.911929 60.675393 127.226133 445.057828 673.027726 0.0168 0.0162 0.0005 1.113657 1.111580
2459530 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 44.100032 74.825790 37.071452 33.256948 33.047560 11.920112 405.848533 202.281674 0.0163 0.0165 0.0003 1.078187 1.083474
2459527 RF_maintenance 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 48.073014 108.908095 119.388974 129.774257 142.384532 181.184325 333.042364 430.877686 0.0168 0.0161 0.0005 0.000000 0.000000
2459523 RF_maintenance 100.00% - - - 100.00% 0.00% 113.028458 133.602788 154.036705 106.743593 101.507133 48.722393 1030.191200 290.253721 nan nan nan 1.393985 1.397309
2459522 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 47.109664 98.947637 104.396205 130.939333 90.543316 202.012444 397.684619 978.541711 0.0169 0.0162 0.0005 1.115200 1.114281
2459513 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 7.972699 17.276109 38.819657 56.906122 350.400394 517.878596 1261.836366 2474.374659 0.0172 0.0161 0.0009 nan nan
2459508 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 55.278357 111.824873 112.892806 105.175313 77.994347 40.949352 108.121066 72.300610 0.0167 0.0166 0.0004 0.000000 0.000000
2459505 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 60.693874 104.480559 101.464691 103.357819 70.682556 126.221255 452.713477 532.109394 0.0079 0.0070 0.0016 1.136660 1.128519
2459503 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 43.965621 136.816953 142.718049 219.967892 57.350832 113.543358 245.125303 1230.045139 0.0088 0.0058 0.0074 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 24: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 N00 RF_maintenance ee Temporal Discontinuties 1212.663065 71.549288 85.730639 89.117206 68.889631 137.299499 41.472431 1212.663065 405.801584

Antenna 24: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 N00 RF_maintenance nn Temporal Discontinuties 1859.295395 28.006110 91.118361 54.645415 86.175829 43.587920 147.625160 484.652341 1859.295395

Antenna 24: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
24 N00 RF_maintenance nn Temporal Discontinuties 1236.326001 31.246890 36.744692 72.272061 68.734505 126.983326 68.314944 1236.326001 623.839518

Antenna 24: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 N00 RF_maintenance ee Temporal Discontinuties 1639.357365 84.239837 97.924048 214.912203 189.861532 373.019091 287.065847 1639.357365 1249.184208

Antenna 24: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 N00 RF_maintenance ee Temporal Discontinuties 1706.892341 83.387087 77.931090 94.837922 73.899838 116.811960 65.486982 1706.892341 778.879076

Antenna 24: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 N00 RF_maintenance ee Temporal Discontinuties 1414.053010 64.023283 74.956821 112.385049 102.148732 91.761960 109.358123 1414.053010 1304.953761

Antenna 24: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 N00 RF_maintenance nn Temporal Discontinuties 1952.473642 27.349759 37.829973 40.804868 52.911671 176.481235 411.007747 1108.261063 1952.473642

Antenna 24: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
24 N00 Not Found nn Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
24 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
24 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
24 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
24 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
24 N00 RF_maintenance nn Temporal Discontinuties 1920.641198 34.728054 31.903098 54.991098 60.367801 130.051484 152.714962 1920.641198 1860.712407

Antenna 24: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
24 N00 RF_maintenance ee Temporal Discontinuties 1273.056388 44.029712 34.619554 47.216643 47.034656 85.358627 87.279597 1067.149807 1273.056388

Antenna 24: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
24 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 N00 RF_maintenance nn Temporal Discontinuties 1817.227136 28.499105 34.873632 47.450836 52.152104 106.152151 135.078784 1333.578682 1817.227136

Antenna 24: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
24 N00 RF_maintenance ee Temporal Discontinuties 1954.646965 32.503216 29.203747 44.710055 77.671951 259.939644 318.270350 862.005689 1954.646965

Antenna 24: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
24 N00 RF_maintenance nn Temporal Discontinuties 1014.384551 23.990000 18.353957 38.496522 36.279152 152.719825 140.780972 1014.384551 863.497455

Antenna 24: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
24 N00 RF_maintenance nn Temporal Discontinuties 1157.590540 31.743978 23.974991 39.690278 33.218652 157.408432 163.220032 1157.590540 896.726274

Antenna 24: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
24 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 N00 RF_maintenance ee Temporal Discontinuties 2043.801565 85.022670 117.591158 228.844617 200.040517 35.320955 20.473742 2043.801565 1191.474671

Antenna 24: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 N00 RF_maintenance ee Temporal Discontinuties 652.148025 18.574582 23.940221 46.188108 36.759774 286.122705 329.018310 652.148025 493.871994

Antenna 24: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
24 N00 RF_maintenance nn Temporal Discontinuties 1112.075459 30.549625 20.447557 36.893631 33.182523 361.469965 388.803065 1112.075459 985.184369

Antenna 24: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 N00 RF_maintenance ee Temporal Discontinuties 1787.357234 22.841487 27.685615 40.958311 33.053017 363.869545 211.549973 1787.357234 1317.732674

Antenna 24: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 N00 RF_maintenance ee Temporal Discontinuties 2087.221689 63.309369 100.899338 217.335194 209.927853 45.056536 43.018121 2087.221689 1779.406874

Antenna 24: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
24 N00 RF_maintenance nn Temporal Discontinuties 1153.501615 34.292376 27.253679 38.105935 39.817358 153.296237 128.939373 1153.501615 1022.621559

Antenna 24: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
24 N00 RF_maintenance ee Temporal Discontinuties 5227.578539 157.073015 226.918855 286.053374 308.631879 1027.736709 1302.259174 3228.812163 5227.578539

Antenna 24: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
24 N00 RF_maintenance nn Temporal Discontinuties 455.318075 11.505074 7.434993 22.331592 21.504241 65.352358 91.251318 455.318075 450.503868

Antenna 24: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
24 N00 RF_maintenance ee Temporal Discontinuties 1106.849771 11.592165 8.394160 29.969053 37.112002 174.722486 280.237313 833.966946 1106.849771

Antenna 24: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 N00 RF_maintenance ee Temporal Discontinuties 2319.358252 57.588098 89.858913 221.996982 229.116654 37.665261 32.556907 2319.358252 2216.524667

Antenna 24: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
24 N00 RF_maintenance ee Temporal Discontinuties 589.972084 3.788996 2.704113 5.190647 6.594721 3.064058 6.802987 331.268567 589.972084

Antenna 24: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
24 N00 RF_maintenance ee Temporal Discontinuties 1044.053427 9.121034 7.560136 17.317670 34.725347 28.486532 103.022375 350.944948 1044.053427

Antenna 24: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
24 N00 RF_maintenance nn Temporal Discontinuties 2555.139431 33.577635 22.468026 73.283557 48.579941 262.128879 147.279912 2555.139431 745.735251

Antenna 24: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
24 N00 RF_maintenance ee Temporal Variability 6442.692370 31.948741 40.128437 94.292236 142.707738 596.198935 6442.692370 984.455567 4881.540413

Antenna 24: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
24 N00 RF_maintenance ee Temporal Discontinuties 1297.747118 94.587602 78.517366 72.580562 87.018102 70.940069 141.324657 694.789219 1297.747118

Antenna 24: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 N00 RF_maintenance ee Temporal Discontinuties 464.027983 257.982387 257.982387 235.749376 235.749376 193.889916 193.889916 464.027983 464.027983

Antenna 24: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
24 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 N00 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
24 N00 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance nn Temporal Variability 152.786609 22.651005 66.626148 147.811333 151.850788 114.583476 152.786609 129.716745 149.883817

Antenna 24: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance nn Temporal Discontinuties 1484.126131 45.509493 82.608723 137.892920 140.415395 72.410382 74.949369 1336.356245 1484.126131

Antenna 24: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 24: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance ee Temporal Discontinuties 3662.712223 77.212635 171.002845 123.206661 232.647953 317.889879 2374.021560 303.670866 3662.712223

Antenna 24: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance ee Temporal Discontinuties 340.563893 85.996310 44.549413 107.913171 105.924502 92.361749 105.631274 307.311864 340.563893

Antenna 24: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance ee Temporal Discontinuties 429.594247 53.335945 112.257375 129.910668 121.166033 71.801419 73.266022 429.594247 309.538614

Antenna 24: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance ee Temporal Discontinuties 1324.575693 68.782645 120.138562 138.621865 136.482621 270.269051 143.839614 1324.575693 907.065073

Antenna 24: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance nn Temporal Discontinuties 669.330855 109.080550 48.664009 127.821139 113.867341 84.470549 65.309616 669.330855 404.823341

Antenna 24: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance ee Temporal Discontinuties 1698.530108 105.549064 106.740074 205.393391 157.113692 68.847872 34.163471 1698.530108 622.643651

Antenna 24: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance nn Temporal Discontinuties 500.715625 110.818251 37.751509 140.704097 110.180526 121.706214 43.494847 500.715625 215.493307

Antenna 24: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance nn Temporal Discontinuties 2280.774530 146.899313 89.708556 161.874449 138.468070 120.690364 132.107544 2280.774530 1670.650220

Antenna 24: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 24: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance nn Temporal Discontinuties 1187.791742 40.302804 104.540991 166.440221 184.443012 64.212575 45.494252 734.471640 1187.791742

Antenna 24: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance ee Temporal Discontinuties 1813.271811 53.984947 115.591674 127.330960 138.016756 55.864408 58.835304 1813.271811 1697.883069

Antenna 24: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance ee Temporal Discontinuties 1015.658406 34.068648 76.701780 168.203508 158.491218 192.458851 151.113867 1015.658406 674.796491

Antenna 24: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance ee Temporal Discontinuties 2077.698627 129.118493 134.370205 259.282653 322.257395 106.544236 133.664124 1229.201057 2077.698627

Antenna 24: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance ee Temporal Discontinuties 3461.895760 32.025666 53.139990 107.950859 82.753509 1229.072528 499.722951 3461.895760 1687.291807

Antenna 24: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance ee Temporal Discontinuties 612.251820 112.608405 59.257581 197.661419 221.907152 39.961948 85.694464 284.434765 612.251820

Antenna 24: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance ee Temporal Discontinuties 1037.273185 39.927837 95.299852 184.280715 189.148698 62.044707 52.773482 1037.273185 687.486855

Antenna 24: 2459659

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 2459658

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance nn Temporal Discontinuties 2401.689906 94.732298 56.386685 146.220833 131.105918 45.661876 55.630063 2401.689906 1991.099164

Antenna 24: 2459657

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance nn Temporal Discontinuties 691.918843 90.143091 33.621105 160.481025 141.067211 48.454590 40.003931 691.918843 529.053403

Antenna 24: 2459656

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance nn Temporal Discontinuties 1376.299471 97.322463 52.979076 125.701027 113.943033 40.797102 55.944270 1376.299471 960.057145

Antenna 24: 2459655

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance ee Temporal Discontinuties 1686.810425 36.513742 63.020255 99.751416 86.178350 267.738496 154.795536 1686.810425 1026.082759

Antenna 24: 2459653

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance nn Temporal Discontinuties 629.661035 75.810516 41.469135 122.938920 103.734496 67.469075 40.430984 629.661035 334.675675

Antenna 24: 2459652

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance ee Temporal Discontinuties 1205.291428 111.804847 112.896852 199.775064 148.405779 77.072897 44.076541 1205.291428 453.088136

Antenna 24: 2459651

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 2459650

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance nn Temporal Discontinuties 229.677476 95.517507 36.960494 198.400565 154.525384 94.685961 53.896707 229.677476 126.561028

Antenna 24: 2459649

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance ee Temporal Discontinuties 1288.653313 65.337878 93.560050 142.455158 122.810818 72.272792 41.626166 1288.653313 791.309424

Antenna 24: 2459648

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 24: 2459647

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance ee Temporal Variability 31035.072254 -0.018595 -0.018595 1032.262019 1032.262019 31035.072254 31035.072254 6.913393 6.913393

Antenna 24: 2459646

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance ee Temporal Discontinuties 1110.520947 46.905237 95.555372 153.852533 139.948018 68.404529 39.494606 1110.520947 502.603414

Antenna 24: 2459645

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance ee Temporal Discontinuties 225.640791 43.698741 94.659979 152.533403 149.158134 56.011299 39.514840 225.640791 142.346537

Antenna 24: 2459642

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance ee Temporal Discontinuties 1171.100095 56.208106 89.130483 207.259926 171.888829 63.519567 48.689893 1171.100095 513.274545

Antenna 24: 2459640

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance ee Temporal Discontinuties 810.220614 76.361567 94.985299 185.450133 142.918238 70.898674 54.075396 810.220614 382.844787

Antenna 24: 2459639

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance ee Temporal Discontinuties 701.248241 70.408518 82.883876 169.056814 157.188156 62.781540 46.179192 701.248241 492.490041

Antenna 24: 2459638

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance nn Power 156.078121 18.645457 113.916905 143.886270 156.078121 28.307668 35.281684 97.515293 131.419142

Antenna 24: 2459637

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance ee Temporal Discontinuties 1751.918920 109.835878 98.850828 261.434898 173.300068 145.838111 45.515177 1751.918920 405.059724

Antenna 24: 2459636

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance ee Temporal Discontinuties 443.001161 60.357292 85.762518 197.313631 166.505312 59.974663 34.111915 443.001161 243.466593

Antenna 24: 2459635

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance ee Temporal Discontinuties 1128.922852 116.677603 162.106267 169.054151 262.425467 43.803668 151.290126 331.300838 1128.922852

Antenna 24: 2459634

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance ee Power 152134.236977 9.922314 -0.475666 152134.236977 -0.473532 8.365767 -0.482720 8.355947 -0.482733

Antenna 24: 2459633

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance ee Temporal Discontinuties 708.757831 60.702404 112.077901 192.051166 176.413408 50.345769 48.556037 708.757831 384.159101

Antenna 24: 2459632

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 24: 2459631

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance ee Temporal Discontinuties 933.300648 111.020080 107.100136 159.143688 208.201497 32.861174 64.334484 421.837753 933.300648

Antenna 24: 2459630

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance ee Temporal Discontinuties 2246.473690 215.521088 123.575056 242.406870 140.816325 130.034062 36.272916 2246.473690 476.364041

Antenna 24: 2459629

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
24 0 RF_maintenance ee Temporal Discontinuties 962.202797 70.520933 106.687829 194.487202 183.318232 66.917815 48.011435 962.202797 600.635303